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Empirical research shows code reviews lose effectiveness after 1 hour and above 400 LOC per hour. A developer using an LLM Coding Assistant can review and commit at best a few thousand LOC daily, with a realistic ceiling under 1,000 LOC per day. Human reviewers of AI-generated code find fewer defects while feeling more confident.
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